Introducing G2.ai, the future of software buying.Try now

Best Big Data Integration Platforms for Small Business

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Big Data Integration Platforms category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Big Data Integration Platforms to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Big Data Integration Platforms category.

In addition to qualifying for inclusion in the Big Data Integration Platforms category, to qualify for inclusion in the Small Business Big Data Integration Platforms category, a product must have at least 10 reviews left by a reviewer from a small business.

Show More
Show Less

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

Coming Soon
Get Trending Big Data Integration Platforms Products in Your Inbox

A weekly snapshot of rising stars, new launches, and what everyone's buzzing about.

Sample Trending Products Newsletter
1 filter applied
Clear All

30 Listings in Small Business Big Data Integration Platforms Available

(1,202)4.5 out of 5
4th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Google Cloud BigQuery
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    BigQuery is a fully managed, AI-ready data analytics platform that helps you maximize value from your data and is designed to be multi-engine, multi-format, and multi-cloud. Store 10 GiB of data and

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 37% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud BigQuery Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    147
    Speed
    116
    Scalability
    102
    Query Efficiency
    101
    Integrations
    99
    Cons
    Expensive
    108
    Query Issues
    65
    Learning Curve
    53
    Cost Management
    47
    Cost Issues
    43
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.9
    8.4
    Quality of Support
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.9
    8.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,497,617 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

BigQuery is a fully managed, AI-ready data analytics platform that helps you maximize value from your data and is designed to be multi-engine, multi-format, and multi-cloud. Store 10 GiB of data and

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 37% Enterprise
  • 36% Mid-Market
Google Cloud BigQuery Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
147
Speed
116
Scalability
102
Query Efficiency
101
Integrations
99
Cons
Expensive
108
Query Issues
65
Learning Curve
53
Cost Management
47
Cost Issues
43
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.9
8.4
Quality of Support
Average: 8.8
8.7
Ease of Use
Average: 8.9
8.5
Ease of Admin
Average: 8.4
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,497,617 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
(663)4.6 out of 5
Optimized for quick response
7th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Alteryx
Save to My Lists
Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 63% Enterprise
    • 22% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Alteryx is a software that allows users to prepare, blend, and analyze data without writing code, featuring a drag-and-drop interface and automation capabilities.
    • Reviewers like the ease of use, the ability to handle large databases, the drag-and-drop workflow builder, and the ability to connect multiple data sources and automate tasks.
    • Users mentioned high licensing costs, limited data visualization capabilities, a steep learning curve for advanced tools, and performance issues with large datasets.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alteryx Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    324
    Automation
    140
    Intuitive
    130
    Easy Learning
    101
    Problem Solving
    101
    Cons
    Expensive
    86
    Learning Curve
    80
    Missing Features
    61
    Learning Difficulty
    54
    Slow Performance
    40
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 8.9
    8.5
    Quality of Support
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.9
    8.3
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,388 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 63% Enterprise
  • 22% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Alteryx is a software that allows users to prepare, blend, and analyze data without writing code, featuring a drag-and-drop interface and automation capabilities.
  • Reviewers like the ease of use, the ability to handle large databases, the drag-and-drop workflow builder, and the ability to connect multiple data sources and automate tasks.
  • Users mentioned high licensing costs, limited data visualization capabilities, a steep learning curve for advanced tools, and performance issues with large datasets.
Alteryx Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
324
Automation
140
Intuitive
130
Easy Learning
101
Problem Solving
101
Cons
Expensive
86
Learning Curve
80
Missing Features
61
Learning Difficulty
54
Slow Performance
40
Alteryx features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 8.9
8.5
Quality of Support
Average: 8.8
8.7
Ease of Use
Average: 8.9
8.3
Ease of Admin
Average: 8.4
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,388 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
(670)4.7 out of 5
Optimized for quick response
3rd Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Workato
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Workato is the enterprise orchestration platform trusted by 12,000+ global customers to move faster, innovate confidently, and lead with AI. The only vendor rated #1 in both analyst and customer revie

    Users
    • Software Engineer
    • Integration Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 43% Mid-Market
    • 36% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Workato is a low code, no code tool designed to create automation solutions and integrate systems like Zendesk and Google Sheets.
    • Users frequently mention the platform's intuitive nature, ease of use, smooth implementation, wide range of connectors, and the ability to clone or reuse recipes, which saves time and encourages safe experimentation.
    • Reviewers noted issues with transparency into cost structure, stringent constraints imposed by Workato development, difficulties with initial integration, and occasional freezing when the job-queue increases.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Workato Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    268
    Integrations
    176
    Easy Integrations
    167
    Automation
    141
    Customer Support
    133
    Cons
    Expensive
    57
    Data Limitations
    53
    Complexity
    50
    Learning Curve
    47
    Missing Features
    45
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Workato features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.9
    9.2
    Quality of Support
    Average: 8.8
    9.0
    Ease of Use
    Average: 8.9
    9.0
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Workato
    Company Website
    Year Founded
    2013
    HQ Location
    Mountain View, California
    Twitter
    @Workato
    3,559 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,291 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Workato is the enterprise orchestration platform trusted by 12,000+ global customers to move faster, innovate confidently, and lead with AI. The only vendor rated #1 in both analyst and customer revie

Users
  • Software Engineer
  • Integration Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 43% Mid-Market
  • 36% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Workato is a low code, no code tool designed to create automation solutions and integrate systems like Zendesk and Google Sheets.
  • Users frequently mention the platform's intuitive nature, ease of use, smooth implementation, wide range of connectors, and the ability to clone or reuse recipes, which saves time and encourages safe experimentation.
  • Reviewers noted issues with transparency into cost structure, stringent constraints imposed by Workato development, difficulties with initial integration, and occasional freezing when the job-queue increases.
Workato Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
268
Integrations
176
Easy Integrations
167
Automation
141
Customer Support
133
Cons
Expensive
57
Data Limitations
53
Complexity
50
Learning Curve
47
Missing Features
45
Workato features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.9
9.2
Quality of Support
Average: 8.8
9.0
Ease of Use
Average: 8.9
9.0
Ease of Admin
Average: 8.4
Seller Details
Seller
Workato
Company Website
Year Founded
2013
HQ Location
Mountain View, California
Twitter
@Workato
3,559 Twitter followers
LinkedIn® Page
www.linkedin.com
1,291 employees on LinkedIn®
(81)4.9 out of 5
1st Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    5X is an end-to-end data and AI platform. The platform organizes your data regardless of source or format. Whether you have a dedicated data team or not, our platform
transforms fragmented data into a

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 56% Mid-Market
    • 40% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • 5X Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    50
    Customer Support
    41
    Features
    25
    Integrations
    18
    User Interface
    17
    Cons
    Feature Limitations
    5
    Steep Learning Curve
    4
    Learning Curve
    3
    Complex Setup
    2
    Difficult Setup
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • 5X features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 8.9
    9.8
    Quality of Support
    Average: 8.8
    9.5
    Ease of Use
    Average: 8.9
    9.6
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    5X
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco
    Twitter
    @DataWith5x
    48 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    131 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

5X is an end-to-end data and AI platform. The platform organizes your data regardless of source or format. Whether you have a dedicated data team or not, our platform
transforms fragmented data into a

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 56% Mid-Market
  • 40% Small-Business
5X Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
50
Customer Support
41
Features
25
Integrations
18
User Interface
17
Cons
Feature Limitations
5
Steep Learning Curve
4
Learning Curve
3
Complex Setup
2
Difficult Setup
2
5X features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 8.9
9.8
Quality of Support
Average: 8.8
9.5
Ease of Use
Average: 8.9
9.6
Ease of Admin
Average: 8.4
Seller Details
Seller
5X
Company Website
Year Founded
2020
HQ Location
San Francisco
Twitter
@DataWith5x
48 Twitter followers
LinkedIn® Page
www.linkedin.com
131 employees on LinkedIn®
(657)4.6 out of 5
Optimized for quick response
6th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Snowflake
Save to My Lists
Entry Level Price:$2 Compute/Hour
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 45% Enterprise
    • 43% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Snowflake Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    98
    Features
    69
    Data Management
    64
    Integrations
    59
    Scalability
    59
    Cons
    Expensive
    51
    Cost
    29
    Cost Management
    25
    Learning Curve
    22
    Feature Limitations
    21
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Snowflake features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 8.9
    8.7
    Quality of Support
    Average: 8.8
    9.0
    Ease of Use
    Average: 8.9
    8.6
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    152 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,207 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 45% Enterprise
  • 43% Mid-Market
Snowflake Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
98
Features
69
Data Management
64
Integrations
59
Scalability
59
Cons
Expensive
51
Cost
29
Cost Management
25
Learning Curve
22
Feature Limitations
21
Snowflake features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 8.9
8.7
Quality of Support
Average: 8.8
9.0
Ease of Use
Average: 8.9
8.6
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
152 Twitter followers
LinkedIn® Page
www.linkedin.com
10,207 employees on LinkedIn®
(270)4.8 out of 5
5th Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:$79.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectiv

    Users
    • CEO
    • CTO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 57% Small-Business
    • 37% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Skyvia Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    39
    Easy Integrations
    25
    Data Management
    24
    Setup Ease
    22
    Easy Setup
    21
    Cons
    Slow Performance
    7
    Connection Issues
    6
    Error Reporting
    6
    Feature Limitations
    6
    Slow Processing
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Skyvia features and usability ratings that predict user satisfaction
    9.3
    Has the product been a good partner in doing business?
    Average: 8.9
    9.3
    Quality of Support
    Average: 8.8
    9.3
    Ease of Use
    Average: 8.9
    9.4
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Devart
    Year Founded
    1997
    HQ Location
    Wilmington, Delaware, USA
    Twitter
    @DevartSoftware
    1,749 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    253 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectiv

Users
  • CEO
  • CTO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 57% Small-Business
  • 37% Mid-Market
Skyvia Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
39
Easy Integrations
25
Data Management
24
Setup Ease
22
Easy Setup
21
Cons
Slow Performance
7
Connection Issues
6
Error Reporting
6
Feature Limitations
6
Slow Processing
6
Skyvia features and usability ratings that predict user satisfaction
9.3
Has the product been a good partner in doing business?
Average: 8.9
9.3
Quality of Support
Average: 8.8
9.3
Ease of Use
Average: 8.9
9.4
Ease of Admin
Average: 8.4
Seller Details
Seller
Devart
Year Founded
1997
HQ Location
Wilmington, Delaware, USA
Twitter
@DevartSoftware
1,749 Twitter followers
LinkedIn® Page
www.linkedin.com
253 employees on LinkedIn®
(151)4.7 out of 5
Optimized for quick response
14th Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficien

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 49% Mid-Market
    • 36% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coefficient Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    90
    Automation
    51
    Time-saving
    36
    Easy Integrations
    34
    Integrations
    34
    Cons
    Feature Limitations
    27
    Limited Features
    13
    Integration Issues
    9
    Missing Features
    9
    Slow Loading
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coefficient features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 8.9
    9.0
    Quality of Support
    Average: 8.8
    9.2
    Ease of Use
    Average: 8.9
    9.1
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2020
    HQ Location
    Palo Alto, CA
    Twitter
    @coefficient_io
    368 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    68 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficien

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 49% Mid-Market
  • 36% Small-Business
Coefficient Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
90
Automation
51
Time-saving
36
Easy Integrations
34
Integrations
34
Cons
Feature Limitations
27
Limited Features
13
Integration Issues
9
Missing Features
9
Slow Loading
9
Coefficient features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 8.9
9.0
Quality of Support
Average: 8.8
9.2
Ease of Use
Average: 8.9
9.1
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
2020
HQ Location
Palo Alto, CA
Twitter
@coefficient_io
368 Twitter followers
LinkedIn® Page
www.linkedin.com
68 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tens of thousands of customers use Amazon Redshift, a fast, fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to efficiently analyze all your data using your

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 40% Enterprise
    • 38% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Amazon Redshift Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    7
    Integrations
    6
    Speed
    6
    Fast Querying
    5
    Large Datasets
    5
    Cons
    Complexity
    5
    Feature Limitations
    5
    Software Limitations
    5
    Query Issues
    4
    Query Optimization
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Redshift features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.9
    8.5
    Quality of Support
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.9
    8.4
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,217,364 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Tens of thousands of customers use Amazon Redshift, a fast, fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to efficiently analyze all your data using your

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 40% Enterprise
  • 38% Mid-Market
Amazon Redshift Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
7
Integrations
6
Speed
6
Fast Querying
5
Large Datasets
5
Cons
Complexity
5
Feature Limitations
5
Software Limitations
5
Query Issues
4
Query Optimization
4
Amazon Redshift features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.9
8.5
Quality of Support
Average: 8.8
8.7
Ease of Use
Average: 8.9
8.4
Ease of Admin
Average: 8.4
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,217,364 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(100)4.8 out of 5
10th Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:Starting at $79.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

    Users
    • CEO
    Industries
    • Computer Software
    • Retail
    Market Segment
    • 59% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Weld Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    18
    Customer Support
    15
    Features
    12
    Automation
    11
    Integrations
    11
    Cons
    Limited Connectors
    9
    Feature Limitations
    7
    Missing Features
    7
    Limited Integrations
    5
    Connectivity Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Weld features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 8.9
    9.7
    Quality of Support
    Average: 8.8
    8.8
    Ease of Use
    Average: 8.9
    9.1
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Weld
    Year Founded
    2021
    HQ Location
    Copenhagen, DK
    Twitter
    @WeldHQ
    101 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    92 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

Users
  • CEO
Industries
  • Computer Software
  • Retail
Market Segment
  • 59% Small-Business
  • 40% Mid-Market
Weld Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
18
Customer Support
15
Features
12
Automation
11
Integrations
11
Cons
Limited Connectors
9
Feature Limitations
7
Missing Features
7
Limited Integrations
5
Connectivity Issues
4
Weld features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 8.9
9.7
Quality of Support
Average: 8.8
8.8
Ease of Use
Average: 8.9
9.1
Ease of Admin
Average: 8.4
Seller Details
Seller
Weld
Year Founded
2021
HQ Location
Copenhagen, DK
Twitter
@WeldHQ
101 Twitter followers
LinkedIn® Page
www.linkedin.com
92 employees on LinkedIn®
(94)4.5 out of 5
View top Consulting Services for Elastic Stack
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    See the Value in Your Data. Flexible analytics and visualization platform. Real-time summary and charting of streaming data. Intuitive interface for a variety of users. Instant sharing and embedding o

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 44% Mid-Market
    • 36% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Elastic Stack Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Visualization
    3
    Easy Integrations
    3
    Flexibility
    3
    Integrations
    3
    Versatility
    3
    Cons
    Expensive
    2
    High Memory Usage
    2
    Resource Management
    2
    Bugs
    1
    Complexity Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Elastic Stack features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 8.9
    8.1
    Quality of Support
    Average: 8.8
    7.9
    Ease of Use
    Average: 8.9
    7.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Elastic
    Year Founded
    2012
    HQ Location
    San Francisco, CA
    Twitter
    @elastic
    64,203 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,788 employees on LinkedIn®
    Ownership
    NYSE: ESTC
Product Description
How are these determined?Information
This description is provided by the seller.

See the Value in Your Data. Flexible analytics and visualization platform. Real-time summary and charting of streaming data. Intuitive interface for a variety of users. Instant sharing and embedding o

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 44% Mid-Market
  • 36% Enterprise
Elastic Stack Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Visualization
3
Easy Integrations
3
Flexibility
3
Integrations
3
Versatility
3
Cons
Expensive
2
High Memory Usage
2
Resource Management
2
Bugs
1
Complexity Issues
1
Elastic Stack features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 8.9
8.1
Quality of Support
Average: 8.8
7.9
Ease of Use
Average: 8.9
7.5
Ease of Admin
Average: 8.4
Seller Details
Seller
Elastic
Year Founded
2012
HQ Location
San Francisco, CA
Twitter
@elastic
64,203 Twitter followers
LinkedIn® Page
www.linkedin.com
4,788 employees on LinkedIn®
Ownership
NYSE: ESTC
(33)4.7 out of 5
11th Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:Starting at $6,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    With over 650 connectors, Adriel is a comprehensive AdOps platform designed to assist marketers in managing their advertising operations through no-code reporting and creative intelligence solutions.

    Users
    No information available
    Industries
    • Marketing and Advertising
    Market Segment
    • 85% Small-Business
    • 12% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Adriel Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    19
    Customer Support
    17
    Reporting
    10
    Integrations
    9
    User Interface
    9
    Cons
    Data Management
    3
    Poor Customer Support
    3
    Query Issues
    3
    Dashboard Issues
    2
    Difficult Setup
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adriel features and usability ratings that predict user satisfaction
    9.6
    Has the product been a good partner in doing business?
    Average: 8.9
    9.8
    Quality of Support
    Average: 8.8
    8.8
    Ease of Use
    Average: 8.9
    9.1
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Adriel
    Company Website
    Year Founded
    2017
    HQ Location
    Austin, Texas
    Twitter
    @AdrielMarketing
    372 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    60 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

With over 650 connectors, Adriel is a comprehensive AdOps platform designed to assist marketers in managing their advertising operations through no-code reporting and creative intelligence solutions.

Users
No information available
Industries
  • Marketing and Advertising
Market Segment
  • 85% Small-Business
  • 12% Mid-Market
Adriel Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
19
Customer Support
17
Reporting
10
Integrations
9
User Interface
9
Cons
Data Management
3
Poor Customer Support
3
Query Issues
3
Dashboard Issues
2
Difficult Setup
2
Adriel features and usability ratings that predict user satisfaction
9.6
Has the product been a good partner in doing business?
Average: 8.9
9.8
Quality of Support
Average: 8.8
8.8
Ease of Use
Average: 8.9
9.1
Ease of Admin
Average: 8.4
Seller Details
Seller
Adriel
Company Website
Year Founded
2017
HQ Location
Austin, Texas
Twitter
@AdrielMarketing
372 Twitter followers
LinkedIn® Page
www.linkedin.com
60 employees on LinkedIn®
Entry Level Price:Starting at $29,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Control-M from BMC Software is a digital operations orchestration platform designed to help organizations connect applications, data pipelines, and infrastructure processes within a unified ecosystem.

    Users
    No information available
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 58% Enterprise
    • 21% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Control-M Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Job Scheduling
    3
    User Interface
    3
    Automation
    2
    Features
    2
    Cons
    Complexity
    4
    Slow Performance
    4
    Automation Limitations
    1
    Complex Navigation
    1
    Complex Pricing
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Control-M features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 8.9
    8.5
    Quality of Support
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.9
    8.6
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1980
    HQ Location
    Houston, TX
    Twitter
    @BMCSoftware
    48,231 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    9,064 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Control-M from BMC Software is a digital operations orchestration platform designed to help organizations connect applications, data pipelines, and infrastructure processes within a unified ecosystem.

Users
No information available
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 58% Enterprise
  • 21% Mid-Market
Control-M Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Job Scheduling
3
User Interface
3
Automation
2
Features
2
Cons
Complexity
4
Slow Performance
4
Automation Limitations
1
Complex Navigation
1
Complex Pricing
1
Control-M features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 8.9
8.5
Quality of Support
Average: 8.8
8.7
Ease of Use
Average: 8.9
8.6
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
1980
HQ Location
Houston, TX
Twitter
@BMCSoftware
48,231 Twitter followers
LinkedIn® Page
www.linkedin.com
9,064 employees on LinkedIn®
(190)4.7 out of 5
9th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for dbt
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

    Users
    • Analytics Engineer
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Mid-Market
    • 26% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • dbt Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    20
    Transformation
    11
    Automation
    10
    Features
    10
    Documentation
    9
    Cons
    Complex Setup
    6
    Steep Learning Curve
    6
    Dependency Issues
    4
    Error Handling
    4
    Learning Curve
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 8.9
    8.9
    Quality of Support
    Average: 8.8
    9.0
    Ease of Use
    Average: 8.9
    8.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Fivetran
    Company Website
    Year Founded
    2012
    HQ Location
    Oakland, CA
    Twitter
    @fivetran
    5,678 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,682 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

Users
  • Analytics Engineer
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Mid-Market
  • 26% Small-Business
dbt Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
20
Transformation
11
Automation
10
Features
10
Documentation
9
Cons
Complex Setup
6
Steep Learning Curve
6
Dependency Issues
4
Error Handling
4
Learning Curve
4
dbt features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 8.9
8.9
Quality of Support
Average: 8.8
9.0
Ease of Use
Average: 8.9
8.5
Ease of Admin
Average: 8.4
Seller Details
Seller
Fivetran
Company Website
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,678 Twitter followers
LinkedIn® Page
www.linkedin.com
1,682 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

    Users
    • Data Engineer
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Glue Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    4
    Simple
    3
    ETL Solutions
    2
    Features
    2
    Intuitive
    2
    Cons
    Access Control
    1
    Compatibility Issues
    1
    Complex Transformations
    1
    Connection Issues
    1
    Connectivity Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Glue features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 8.9
    8.4
    Quality of Support
    Average: 8.8
    8.4
    Ease of Use
    Average: 8.9
    8.3
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,217,364 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

Users
  • Data Engineer
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 28% Mid-Market
AWS Glue Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
4
Simple
3
ETL Solutions
2
Features
2
Intuitive
2
Cons
Access Control
1
Compatibility Issues
1
Complex Transformations
1
Connection Issues
1
Connectivity Issues
1
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 8.9
8.4
Quality of Support
Average: 8.8
8.4
Ease of Use
Average: 8.9
8.3
Ease of Admin
Average: 8.4
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,217,364 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(114)4.0 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured,

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 42% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM StreamSets Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    27
    User Interface
    15
    Data Management
    13
    Data Pipelining
    12
    Integrations
    12
    Cons
    Learning Curve
    12
    Expensive
    8
    Steep Learning Curve
    8
    Learning Difficulty
    7
    Poor Documentation
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM StreamSets features and usability ratings that predict user satisfaction
    8.2
    Has the product been a good partner in doing business?
    Average: 8.9
    8.0
    Quality of Support
    Average: 8.8
    8.4
    Ease of Use
    Average: 8.9
    7.8
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,117 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured,

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 42% Enterprise
  • 33% Mid-Market
IBM StreamSets Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
27
User Interface
15
Data Management
13
Data Pipelining
12
Integrations
12
Cons
Learning Curve
12
Expensive
8
Steep Learning Curve
8
Learning Difficulty
7
Poor Documentation
7
IBM StreamSets features and usability ratings that predict user satisfaction
8.2
Has the product been a good partner in doing business?
Average: 8.9
8.0
Quality of Support
Average: 8.8
8.4
Ease of Use
Average: 8.9
7.8
Ease of Admin
Average: 8.4
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,117 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®